Alerts
Item Code (CPC) has a high cardinality: 98 distinct values | High cardinality |
Item has a high cardinality: 98 distinct values | High cardinality |
Area Code (M49) is highly overall correlated with Area | High correlation |
Element Code is highly overall correlated with Element and 3 other fields | High correlation |
2010 is highly overall correlated with 2011 and 12 other fields | High correlation |
2011 is highly overall correlated with 2010 and 12 other fields | High correlation |
2012 is highly overall correlated with 2010 and 12 other fields | High correlation |
2013 is highly overall correlated with 2010 and 12 other fields | High correlation |
2014 is highly overall correlated with 2010 and 12 other fields | High correlation |
2015 is highly overall correlated with 2010 and 12 other fields | High correlation |
2016 is highly overall correlated with 2010 and 12 other fields | High correlation |
2017 is highly overall correlated with 2010 and 12 other fields | High correlation |
2018 is highly overall correlated with 2010 and 12 other fields | High correlation |
2019 is highly overall correlated with 2010 and 12 other fields | High correlation |
2020 is highly overall correlated with 2010 and 12 other fields | High correlation |
Area is highly overall correlated with Area Code (M49) | High correlation |
Element is highly overall correlated with Element Code and 3 other fields | High correlation |
Item Code (CPC) is highly overall correlated with Item and 2 other fields | High correlation |
Item is highly overall correlated with Item Code (CPC) and 2 other fields | High correlation |
Unit is highly overall correlated with Element Code and 14 other fields | High correlation |
Flag is highly overall correlated with Element Code and 16 other fields | High correlation |
Flag Description is highly overall correlated with Element Code and 16 other fields | High correlation |
Unit is highly imbalanced (61.8%) | Imbalance |
Flag is highly imbalanced (54.8%) | Imbalance |
Flag Description is highly imbalanced (54.8%) | Imbalance |
2010 has 1366 (30.5%) missing values | Missing |
2011 has 1367 (30.5%) missing values | Missing |
2012 has 1367 (30.5%) missing values | Missing |
2013 has 1366 (30.5%) missing values | Missing |
2014 has 950 (21.2%) missing values | Missing |
2015 has 955 (21.3%) missing values | Missing |
2016 has 943 (21.0%) missing values | Missing |
2017 has 939 (20.9%) missing values | Missing |
2018 has 923 (20.6%) missing values | Missing |
2019 has 418 (9.3%) missing values | Missing |
2020 has 473 (10.5%) missing values | Missing |
2010 is highly skewed (γ1 = 22.0968211) | Skewed |
2011 is highly skewed (γ1 = 22.14911813) | Skewed |
2012 is highly skewed (γ1 = 22.25017621) | Skewed |
2013 is highly skewed (γ1 = 22.30139668) | Skewed |
2014 is highly skewed (γ1 = 23.56759727) | Skewed |
2015 is highly skewed (γ1 = 23.66687661) | Skewed |
2016 is highly skewed (γ1 = 23.97286776) | Skewed |
2017 is highly skewed (γ1 = 23.99179968) | Skewed |
2018 is highly skewed (γ1 = 23.80911335) | Skewed |
2019 is highly skewed (γ1 = 25.18254548) | Skewed |
2020 is highly skewed (γ1 = 24.97640502) | Skewed |
2010 has 1403 (31.3%) zeros | Zeros |
2011 has 1371 (30.6%) zeros | Zeros |
2012 has 1348 (30.1%) zeros | Zeros |
2013 has 1349 (30.1%) zeros | Zeros |
2014 has 1522 (33.9%) zeros | Zeros |
2015 has 1531 (34.1%) zeros | Zeros |
2016 has 1530 (34.1%) zeros | Zeros |
2017 has 1533 (34.2%) zeros | Zeros |
2018 has 1536 (34.3%) zeros | Zeros |
2019 has 1813 (40.4%) zeros | Zeros |
2020 has 1789 (39.9%) zeros | Zeros |